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variant effect

2 papers

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Co-occurring keywords · papers mentioning both

protein language model (2) protein function (1) protein fitness (1) sequence retrieval (1) sequence variation (1) sequence data (1) zero-shot prediction (1) unsupervised model (1) autoregressive transformer (1) unsupervised learning (1)

Papers

Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval ICML 2022 Language models enable zero-shot prediction of the effects of mutations on protein function NeurIPS 2021